{"id":"W4387581876","doi":"10.1016/s0140-6736(23)00871-1","title":"Work as a social determinant of health in high-income countries: past, present, and future","year":2023,"lang":"en","type":"review","venue":"The Lancet","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":130,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Health equity; Workforce; Economic growth; Social determinants of health; Socioeconomic status; Work (physics); Political science; Development economics; Health care; Medicine; Environmental health; Population; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001519989,0.0002614626,0.00275422,0.00009180925,0.0006092834,0.00000748872,0.000343073,0.0002465087,0.00003991422],"category_scores_gemma":[0.00002322658,0.0001460599,0.0001077443,0.0004056796,0.0001148912,0.00002444786,0.0003714092,0.000774487,0.00008959168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110405,"about_ca_system_score_gemma":0.0003072332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005566811,"about_ca_topic_score_gemma":0.0002644826,"domain_scores_codex":[0.9969204,0.001192426,0.0008730088,0.0002359477,0.0001914825,0.0005867406],"domain_scores_gemma":[0.9980015,0.0008330629,0.0007513575,0.0003409161,0.0000378334,0.00003535155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007890705,0.00002180791,0.01033649,0.101791,0.0002694618,0.00001182896,0.009905383,2.174298e-8,1.869116e-9,0.004283339,0.3490435,0.5242582],"study_design_scores_gemma":[0.0004080947,0.00003337026,0.01427764,0.01815294,0.00007938408,5.53311e-7,0.0003978804,3.357692e-8,1.386474e-9,0.0005824511,0.9659449,0.0001227345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000201999,0.945232,2.448106e-7,0.05148991,0.000748984,0.001584388,0.000223795,0.00006078185,0.0004578409],"genre_scores_gemma":[0.0000253199,0.9869717,0.000005553869,0.0004310678,0.01044936,0.0003590813,0.00003498335,0.00004424658,0.001678717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6169014,"threshold_uncertainty_score":0.5956149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1373928063898478,"score_gpt":0.4783284158140401,"score_spread":0.3409356094241923,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}